Dataset Analytics
Generated on May 15, 2024 at 7:33 am.
Number of Images
2,510
Number of Annotations
4,017
Average Image Size
0.26 mp
Median Image Ratio
512x512
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,498
1,329
793
308
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
86
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1141
999
608
238
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
215
200
107
48
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
142
130
78
22
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Dimension Insights
Overview of the sizes and aspect ratios of the images in your dataset.
Size Distribution
Sizes are based on the number of pixels in your images.
All images are the same size, 512x512.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
2,510
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
D00 (1,498)
D10 (1,329)
Repair (793)
D20 (308)
D40 (86)
Block crack (3)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
D00
D10
Repair
D20
D40
Block crack
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
-
8
-
9
1504 imgs
752